AI-Driven Security Disclosures, NVIDIA Vera & Linux 7.1 Features That Made An Exciting May
May 2026 is now in the books after writing 275 original Linux/open-source minded news articles and another 20 featured-length benchmark articles / Linux hardware reviews. There was a lot of exciting topics in May to keep the month interesting and as we approach the Phoronix 22nd birthday this week… ⌘ Read more

AMD Announces Radeon RX 9070 GRE, Ryzen AI Max PRO 400 Series
AMD is kicking off the busy Computex 2026 week with some new product announcements. The embargo is now up so meet the Radeon RX 9070 GRE and other new wares coming out this summer and later in the year from AMD. ⌘ Read more

‘The Oral Tradition That Built Software May Not Survive AI’
A historian-turned-software engineer warns that “so little is ever written down” by professional programmers in a new article for Fast Company:

Perhaps there’s an early design doc, but then it turns out that everything was substantially revised before work began. Maybe there are a few wiki pages explaining known issues, some of which were solved a long … ⌘ Read more

US Teachers’ Union Urges Schools To Curb AI Chatbots and Screen Time
Axios reports:

The American Federation of Teachers, the second-largest teachers’ union in the U.S., released a 10-point plan to introduce AI and screen-time guardrails in classrooms. The plan would limit AI use and ban screens for students in prekindergarten through second grade “unless there is a compelling reason,” such as supporting st … ⌘ Read more

Sergey Brin told Google staff that working 60 hours a week is the ‘sweet spot’
Article URL: https://fortune.com/article/sergey-brin-60-hour-work-week-ai-rto/

Comments URL: https://news.ycombinator.com/item?id=48347531

Points: 8

# Comments: 2 ⌘ Read more

Meta tests AI subscriptions and rolls out new paid plans for Facebook, Instagram
By Dean Seal and Meghan Bobrowsky

Meta Platforms has started the rollout of subscription plans for Facebook, Instagram and WhatsApp, and is testing new subscriptions for users of its AI chatbot as the company seeks to recoup some of the costs from its expensive AI buildout. ⌘ Read more

European banks could cut 20% of jobs on AI, Morgan Stanley says
By Isabella Farr

The rapid spread of artificial intelligence may enable European banks to reduce their headcount by as much as a fifth over the “shorter term,” according to Morgan Stanley analysts. ⌘ Read more

The Speed of Prototyping in the Age of AI
Article URL: https://darylcecile.net/notes/speed-of-prototyping-age-of-ai

Comments URL: https://news.ycombinator.com/item?id=48347153

Points: 8

# Comments: 0 ⌘ Read more

AI Agents Get Their Own Directory Built Atop DNS
“In the future, AI agents will be able to find one another using the Domain Name System (DNS), instead of crawling about and probing ports or checking configured resources,” writes The Register.

InfoWorld writes that “numerous proprietary agent registries are on the market, but the Linux Foundation suggests we simply extend the distributed, open Domain Name System (DNS) infras … ⌘ Read more

Ohio Suspends Data Center Tax Break as Opposition Grows
The state of Ohio — one of America’s hot regions for data center construction — “is suspending a tax break that has been critical to its competition with other states,” reports the Associated Press.

The move “comes as tax breaks for energy-hungry AI data centers are increasingly playing a role in state budgets,” the article points out. But they also note the expan … ⌘ Read more

The people who actually want AI to replace humanity
Article URL: https://www.vox.com/future-perfect/489976/ai-successionism-transhumanism-posthumanism

Comments URL: https://news.ycombinator.com/item?id=48345881

Points: 27

# Comments: 16 ⌘ Read more

Zig Bans AI Code Contributions Because They’re ‘Invariably Garbage’
The Zig programming language wants to be a modern alternative to C (including better memory safety features). It’s maintained by as an open-source project by a 501©(3) nonprofit and a network of contributors.

But Business Insider notes that Zig bans the submission of AI-assisted code:

On the JetBrains podcast, Zig President Andrew Kel … ⌘ Read more

Fed Up With Vibe Coders, Dev Sneaks Data-Nuking Prompt Injection Into Testing App
It all started when the German developer behind an open-source app for Java testing “added hidden instructions to sabotage projects performed by AI coding agents,” reports Ars Technica:

The instructions were added to jqwik, a test engine for JUnit 5… The salient change in the update was a line that read: … ⌘ Read more

DuckDuckGo Installs Up 30% After Google Announced AI Search
After Google announced AI-emphasizing changes to its search results, many web surfers began defecting to DuckDuckGo, reports TechCrunch. (They describe DuckDuckGo as “a privacy-focused alternative” that accounts for around 2% of the U.S. search market…)

DuckDuckGo said U.S. app installs went up 18.1% week-over-week on average during the May 20 to May 25 … ⌘ Read more

OpenRouter raises $113M Series B
Article URL: https://openrouter.ai/announcements/series-b

Comments URL: https://news.ycombinator.com/item?id=48338660

Points: 60

# Comments: 11 ⌘ Read more

On the subject of debugging these so-called AI(s) / Black Boxes… the model is a black box sure, but that’s not really the problem. Everything around it — the inputs, the outputs, the decisions it makes — all of that can and should be fully logged, traced and replayed. The “program” isn’t the model, it’s the full context you feed it. That’s what you debug. It’s not so different from any other system really; if you’re running something in production with no logs, no structured outputs and no tests, you’d have the same problem. The model doesn’t change that discipline, it just makes it more important.

Software Stocks Have Best Month Since 2001. Talk of ‘SaaSpocalypse’ Subsides
Security company Okta shot up 30% Friday, reported CNBC, while data platform provider Snowflake jumped 50% this week.

They see it as part of a larger trend where software stocks “soared this week,” signaling “some companies are navigating their way through AI disruption better than Wall Street expected” and that investors “may ha … ⌘ Read more

Anthropic surpasses OpenAI to become most valuable AI startup
Article URL: https://qazinform.com/news/anthropic-surpasses-openai-to-become-worlds-most-valuable-ai-startup

Comments URL: https://news.ycombinator.com/item?id=48336233

Points: 9

# Comments: 4 ⌘ Read more

Corporate America Is Starting to Ration AI as Cost Skyrockets
Article URL: https://www.wsj.com/tech/ai/corporate-america-is-starting-to-ration-ai-as-cost-skyrockets-1eb99d7a

Comments URL: https://news.ycombinator.com/item?id=48335388

Points: 6

# Comments: 1 ⌘ Read more

G7 Agrees On Shared Language Around Open-Source AI, Open Weights AI
Ahead of the 52nd G7 Summit being held in Evian, France next month, the recently conducted G7 Digital and Technology Ministers’ Meeting came to agreement on shared language around open-source AI and on the importance of open-source in AI… ⌘ Read more

GNOME Circle Takes Stand Against AI Slop, Resources App Makes It Into GNOME Incubator
GNOME Circle as the initiative for third-party/independent software applications and libraries extending the GNOME desktop ecosystem is taking a stand against AI slop. The GNOME Circle policy has been updated to reject low-effort, vibe coded applications/libraries where the developer is not able to take responsibility for the work… ⌘ Read more

Do You Actually Need to Pay for Transcription Software?
I tested Wispr Flow and various AI-powered transcription software to see whether you should bother subscribing or stick with free services. ⌘ Read more

nenya - A lightweight, highly secure AI API Gateway/Proxy written in Go
A lightweight, zero-dependency AI API Gateway written in Go. Nenya sits between your AI coding clients and upstream LLM providers, adding secret redaction, context management, agent routing, and MCP tool integration — all with transparent SSE streaming. Security-hardened: non-root execution, mlock for secrets, seccomp + no-new-privileges. 1 points posted by Rafael Gumieri ⌘ Read more

Apple Working To Cram Massive Gemini Model Into iPhone To Power New Siri
Apple is reportedly working to shrink Google’s Gemini models enough to power parts of a long-delayed AI-enhanced Siri on iPhones. But despite Apple’s best efforts to run the AI locally, “the iPhone’s Gemini makeover will lean heavily on Google and Nvidia in the cloud,” reports Ars Technica. That could complicate Apple’s privacy-f … ⌘ Read more

Company accidentally blows $500M on Claude AI in one month
Article URL: https://www.msn.com/en-us/news/technology/company-accidentally-blows-500-000-000-on-claude-ai-in-one-month/ar-AA24nahv

Comments URL: https://news.ycombinator.com/item?id=48333177

Points: 5

# Comments: 0 ⌘ Read more

@prologic@twtxt.net

it’s “probabilistic” not “deterministic”

Yep, I know. And when I tell that to people and tell them “if we use AI here, we lose the ability to debug this stuff”, then all I get is: “But it’s good enough. We don’t need to debug this. Non-deterministic computing has its use cases.”

But that is just not how I’d like to model/implement our business processes. 🤔 I want something reliable, not “it mostly works”.

@movq@www.uninformativ.de I’m kind of flag you bring thi sup, because you simply can’t. You wouldn’t even be able to in an atypical neural network either (which is what ehse things are anyway). The problem here really isn’t the so-called “AI” (I wish we’d stop calling it AI), but the flawed usage(s) thereof. I believe I even stated earlier in this thread that sometimes it may not do what you expect, it’s “probabilistic” not “deterministic” – those pushing for greater use need to understand this, those not happy with the “push”, should educate the ignorant here (especailly managers pushing for weak, insecure and bad uses).

@prologic@twtxt.net Ahh, I see. Okay, I’m with you there. On this high level, I can understand how the thing works.

Maybe my wording isn’t good. 🤔 Let’s take a real life example from what we do at work.

There’s this AI chatbot. It gets support requests from users, so the user says something like “I need access to a particular system”. This triggers the bot to “run” the instructions stored in a large Markdown file, like “check if the user is authorized to do this, then issue the following API requests”, and so on. This is essentially like running a little script, except it’s written in natural language (German) and there’s no “script interpreter” but just the AI.

Now, suppose that the AI doesn’t quite do what was intended. There’s some subtle bug. How do you debug this? How do you find out how the AI came to the “conclusion” to run step A instead of step B? And how do you find out how exactly you have to change your prompt so this doesn’t happen again next time?

If this was an actual script/program instead of AI, you could repeat the request and attach a debugger or throw in some printf() or whatever. How do you do that kind of thing with AI? How do you pinpoint exactly what the problem was?

(Or is this just a stupid idea? Do we have to give up that way of thinking when using AI? Is the era of debuggability over?)

@prologic@twtxt.net Yeah, it’s hard to get my point across here. I tried to address that a few paragraphs down.

Yes, I can tinker with AI techniques on a general level. That’s cool but not really my area of interest.

What I certainly can’t do is learn how specific AI products work. I can’t possibly find out why Claude Code produced that particular line of code. Claude is just a magic box that does something and I have to trust it.

@bender@twtxt.net Fine, Let me answer properly and concretely 😅

Would you want your children not to learn anything, because “they have AI”?

No, children still need to learn. That will never change. What they learn however will over time.

Are you OK with your children using the AI for all of their homework?

Yes, frankly I am. Why? Because much of what we teach them in school is utterly pointless.
For example, learning to read Shakespear never taught me anything useful in my life. I regret much of my school years to be honest.
I leanred to read and write, sure. But I learned Math, Science, Computing and how things work on my own by being very curious.

What sense will it make?

That assumes I answered “no”, which I did not. So it all makes perfect sense :D

What kind of future would that bring for them?

This assumes I said “Yes”, which I did :D It will be an itneresting future that’s for sure. I don’t think we can just bury our heads in teh sand and pretend it’s all going to go away, It will not. It will make things very interesting for sure, as we’re already starting to see what’s possible and what’s changeing. For example; ordinary people are using these LLM(s) to write their legal suit and defense in courts with varying levels of success.

Even if AI were to become omniscient, what will it be of the human race then?

I’m not convinced it ever will. In fact, I am not convinced we know how to create true intellience at all.

What would we do?

What would be so different from say an Alien invasion from far superious beings?
What would we do that? Band together and defend humanity?

Serve the AI? Maintain the AI?

That assumes that “AI” will become intelligent and omniscient, which I don’t believe it ever will.

Would we have found the true meaning of life then?

If the meaning of life is to create our own sub-species liken to ourselves, sure, maybe. But is that even a reality? not sure, I doubt it. We barely understand ourselves at the best of times, let alone how our minds works.

To care for AI, Is that it?

How would this be different to caring for a friend, a family member If we could ever truly reate an actual sentient being with real feelings and intelligenace, is there any reason to worry? Could we not be freinds and have mutual goals and form relationships?

@prologic@twtxt.net so, “people with no inner monologue—a condition researchers sometimes refer to as anendophasia”, says the AI. Then “it is not a disorder: lacking an inner voice is simply a different, perfectly healthy way of being human”. Ah, so a condition, but a healthy one. Got it.

Again, I am not talking about a true monologue. If you have never thought “OK, let’s do this!” before engaging on an activity, then alright. Weird, in contrast to the rest of us, hard to believe, yes, but I believe you. Much of the troubleshooting, and creativity that comes with thought involves, well, thoughts. Maybe you are closer to AI than the rest of us, indeed! 🤪😂

@bender@twtxt.net Now that’s an interesting philosophical viewpoint right there. But this assumes that the “AI” we seemingly have available to us today is actually telligent, understands and has cognitive reasoning. It does not. All of these LLM models from big-tech companies like Anthropic, OpenAI, Google, Microsoft, Meta and Alibaba are all just very powerful, very large multidimensional neural networks with attention that are very good at statistical probabilities of ‘what comes next”. I think we get really upset over the wrong things sometimes. We need to continue to be upset that these 🤬 companies have basically destroyed any meaningful value of the concept of Copyright and Intellectual Property and Works of art. The so-called “AI” we have today is just a tool. Can you say for certain that the typewriter and the computer ruined our ability to write? Perhaps yes, but we still learn how to do so, likewise, I still think that learning to write code, research, read and write are all valuable skills to learn. Later on once you have the basics, you can defer some of the “tedious” work to these models, because frankly, they’re far better at inferencing and pattern matching than you or i will ever be, not because they’re better at pattern-matching per se, but because they have been trained on a very large corpus and they are much much faster at doing the same basic things we are far superior at.

@prologic@twtxt.net let me ask you this. Would you want your children not to learn anything, because “they have AI”? Are you OK with your children using the AI for all of their homework? What sense will it make? What kind of future would that bring for them? We need to analyse the repercussions from all angles, even if AI were to provide absolutely flawless answers every single time. Even if AI were to become omniscient. What will it be of the human race then? What would we do? Serve the AI? Maintain the AI? Would we have found the true meaning of life then? To care for AI. Is that it?

Dell Stock Surges 32% in One Day. Big Revenue From AI Servers Stuns Analysts
Dell’s stock skyrocketed 32.76% on Friday, “its best day ever,” reports CNBC, after Dell “reported its fastest pace for revenue growth for any period since returning to the public market in 2018…”

“Shares are now up 234% in 2026.”

Dell, which reported first-quarter earnings after the bell on Thursday, saw a flood of artificia … ⌘ Read more

Is it the fact that “big tech” companies have basically stolen all of human knowledge to their benefit to build these AI(s) that’s the problem? Or is it that these AI(s) can write code better than you can (some of the time)? Or is it that because of all of the above, there’s no joy left in writing code anymore? 🤔

@movq@www.uninformativ.de I’m very curious…

What I like about this whole computer stuff is that you can explore how
things work. You can dig through problems and solve them. Nothing is
more satisfying than finally understanding something after you scratched
your head for some hours.

Surely you could do the same with AI? Tinker with how it works, study it, understand it, build your own and realize what it really is (without all the big tech hype)?

Amazon Is Making an AI-Animated ‘Good Advice Cupcake’ TV Show. Its Original Creator Is Furious
Loryn Brantz created The Good Advice Cupcake for BuzzFeed years ago. The company licensed the character for a new Amazon series—made with AI—without her consent. ⌘ Read more

Wix Is the Latest To Cut 20% of Jobs While Citing AI
Wix is laying off roughly 20% of its workforce, about 1,000 employees, as CEO Avishai Abrahami cites both the rapid evolution of AI and currency pressure from a stronger Israeli shekel against the dollar. The web developer joins a growing list of tech companies making similar cuts, including Amazon, Block, Cisco, Cloudflare, Meta, Microsoft, Oracle and Intuit. Fast Company re … ⌘ Read more

Hands-On With Gemini Spark: I Gave It Access to My Life and It Friend-Zoned My Boyfriend
Google’s new AI agent combed through my emails, documents, and calendar to plan a birthday party and still didn’t clock the person most important to me. ⌘ Read more

AI will be used to estimate age of asylum seekers from next year
Article URL: https://www.bbc.co.uk/news/articles/ce3pe36qe7ro

Comments URL: https://news.ycombinator.com/item?id=48327222

Points: 7

# Comments: 0 ⌘ Read more

Robinhood now lets your AI agents trade stocks
Article URL: https://techcrunch.com/2026/05/27/robinhood-now-lets-your-ai-agents-trade-stocks/

Comments URL: https://news.ycombinator.com/item?id=48326659

Points: 5

# Comments: 0 ⌘ Read more

Anthropic rockets to $1.6t valuation, topping OpenAI in AI showdown
By Bradley Olson and Josh Beckerman

AI startup Anthropic closed a funding round at a US$965 billion (NZ$1.6 trillion) valuation, rocketing past ChatGPT-maker OpenAI as the companies race ahead on expected public listings this year. ⌘ Read more

We Asked the ‘Future of Truth’ Author to Explain How He Used AI. It Didn’t Go Well
A book about how AI shapes perceptions of reality came under fire for using AI-generated quotes. Its problems go beyond that. ⌘ Read more

CAPTCHAs can still detect AI agents
Article URL: https://research.roundtable.ai/captchas-detect-ai/

Comments URL: https://news.ycombinator.com/item?id=48324910

Points: 5

# Comments: 0 ⌘ Read more

The Vatican’s Man Inside Anthropic
Pope Leo XIV may not be able to disarm AI, but he’s got the attention of the industry. ⌘ Read more

CachyOS Delivers Lead Over Arch Linux, Pop!_OS & Ubuntu On System76 Thelio Major
The new System76 Thelio Major powered by the AMD Ryzen Threadripper 9000 series and optionally with the Radeon AI PRO R9700 graphics card for an all-open-source AMD Linux stack is a mighty powerful workstation. If desiring even more compute potential out of this high-end desktop/workstation, CachyOS works pretty darn well on this new system with lofty leads over upstream Arch Linux as well as Ubuntu 26.04 LTS and the stock Pop!_OS 24. … ⌘ Read more

Linux Networking Still Seeing “Significantly Bigger” Pull Requests Due To AI
Last week’s collection of networking subsystem fixes for Linux 7.1 noted craziness continuing with no end in sight with a large pull request of fixes with many of them spurred on by AI/LLM coding agents. This week it’s “significantly bigger” than prior kernel cycles for this late stage of kernel development due to this assistance of large language models… ⌘ Read more

Show HN: AISlop, a CLI for catching AI generated code smells
Hi, I’m Kenny, I’ve been building aislop. I starting working on this after using Claude Code, codex and opencode several times and noticing some slops. They aren’t syntax and passes most tests, they are patterns like empty catch blocks, useless comments, duplicated helpers, dead code and many more. So I built a tool to scan and check for these patterns and wired it into hooks so after each tool call, the agent checks for the slops.

You can try it out with npx aislop sca … ⌘ Read more

Is AI causing a repeat of Front end’s Lost Decade?
Article URL: https://mastrojs.github.io/blog/2026-05-23-is-AI-causing-a-repeat-of-frontends-lost-decade/

Comments URL: https://news.ycombinator.com/item?id=48321631

Points: 6

# Comments: 1 ⌘ Read more

Real-time LLM Inference on Standard GPUs: 3k tokens/s per request
Article URL: https://blog.kog.ai/real-time-llm-inference-on-standard-gpus-3-000-tokens-s-per-request/

Comments URL: https://news.ycombinator.com/item?id=48321076

Points: 13

# Comments: 4 ⌘ Read more